I found the father of my illegitimate grandfather (born 1889) by finding the baptism record. There was no record of him on the birth certificate but I read that often the parish would insist on the father being named so that he could take responsibility for the child if the mother died or became destitute. I found the baptism record and there it was, father's name. Hope it works for you.
Thornwood.